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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1951–1960 of 4740 papers

Title	Date	Tasks	Status	Hype
SDR: Efficient Neural Re-ranking using Succinct Document Representation	Oct 3, 2021	Information RetrievalQuantization	—Unverified	0
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only	Oct 2, 2021	feature selectionInformation Retrieval	—Unverified	0
A BERT-based Siamese-structured Retrieval Model	Oct 1, 2021	Information Retrievalmodel	—Unverified	0
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics	Oct 1, 2021	ClassificationEmotion Classification	—Unverified	0
Factored couplings in multi-marginal optimal transport via difference of convex programming	Oct 1, 2021	Information RetrievalRetrieval	—Unverified	0
Assessing Algorithmic Biases for Musical Version Identification	Sep 30, 2021	AttributeInformation Retrieval	—Unverified	0
In defense of dual-encoders for neural ranking	Sep 29, 2021	Information RetrievalNatural Questions	—Unverified	0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads	Sep 29, 2021	Information RetrievalModel Compression	—Unverified	0
Regularized Autoencoders for Isometric Representation Learning	Sep 29, 2021	Information RetrievalRepresentation Learning	—Unverified	0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces	Sep 29, 2021	Information RetrievalRetrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified